Atlas / Skills

AI Market Atlas

by Pro Pluribus

A skill is packaged know-how that teaches an AI assistant to do a specific job your way. Every major assistant now has them, under different names: Claude Skills and plugins, ChatGPT plugins (custom GPTs retire 11 Dec 2026), Copilot plugins for Cowork, and Gemini Skills (replacing Gems from 17 Nov 2026). Most use the same open SKILL.md format, so a skill written for one assistant often works in another. The shelf has two sides: one for business users, with what's worth trying for real work and what's worth watching, and one for builders making sites, apps and tools.

Read before installing. Check who publishes a skill, what accounts it can reach, and whether it runs commands on your computer. Even official skills can.

Filter the shelf

Job
Source
Packaged as

All 61 skills: 44 ready for work and 17 independents to watch. Jump to the independents ↓

Ready for work

44

Skills worth trying for real work, from AI vendors and software companies, grouped by job. Each passed the vetting test: a business use, a known publisher, no reported security problems, generally available. Still read the note on each one. They come packaged four ways; select one to show only those:

Role plugin from the AI vendor

Finance plugin

Anthropic · AI vendor

Drafts journal entries, reconciliations, financial statements, variance analysis and audit-support workpapers.

Runs on
Claude Cowork, Claude Code
Check
Official, "Anthropic verified"; better with ERP or warehouse connected; output needs review by a qualified professional
Notable
One of the original Cowork plugins (30 Jan 2026); open source (Apache 2.0), so firms can adapt it to their own close process (checked Nov 2026)
Role plugin from the AI vendor

Financial Analysis plugin (Claude for Financial Services)

Anthropic · AI vendor

Builds comps, DCF, LBO and three-statement models; audits Excel models and checks decks.

Runs on
Claude Cowork, Claude Code, Claude for Excel and PowerPoint
Check
Official; "not investment advice"; partner data needs the provider's subscription
Notable
Launched in the 24 Feb 2026 batch of five financial-services plugins; starter skills ship in the Excel and PowerPoint add-ins on all paid plans
Role plugin from the AI vendor

Finance for Cowork

Microsoft · AI vendor

Consolidates budgets, drafts variance commentary and executive updates, builds audit evidence packs and valuation models.

Runs on
Microsoft 365 Copilot Cowork
Check
Official; admin enables; does not connect to an ERP by itself
Notable
Shipped Oct 2026 with Accounting and Capital Markets plugins; Microsoft announced 25+ finance skills (29 Oct 2026)
Role plugin from the AI vendor

Accounting for Cowork

Microsoft · AI vendor

Drafts journal entries, reconciliations, financial statements, budgets and tax workpapers.

Runs on
Microsoft 365 Copilot Cowork
Check
Official; "Frontier Public" early access (Oct 2026); Microsoft says it does not replace internal controls
Notable
Microsoft's first accounting role plugin (Oct 2026). Vendor-reported preview use: 8,000+ users in seven days
Role plugin from the AI vendor

Investment Banking plugin

OpenAI · AI vendor

M&A, valuation and financing work, e.g. accretion/dilution models, comps, and pitch materials from research and diligence.

Runs on
ChatGPT (Work mode), Codex
Check
Official; rolled out to supported ChatGPT Business and Enterprise workspaces; admins manage app permissions
Notable
One of OpenAI's six launch role plugins (2 Jun 2026; 62 apps and 110 skills across the set). ChatGPT for Financial Services followed on 10 Sep 2026 for eligible institutions
Role plugin from the AI vendor

Gemini Enterprise for Financial Services skills

Google · AI vendor

50+ finance skills (credit risk, portfolio monitoring, market-news synthesis, report formatting) plus a Financial Research agent and 13 data connectors.

Runs on
Gemini Enterprise
Check
Official; preview for capital markets and corporate banking; data connectors (FactSet, LSEG, Moody's, S&P etc.) need subscriptions
Notable
Google's first packaged industry offering, 25 Aug 2026; Deutsche Bank was a design partner
Business app connections

Intuit QuickBooks

Intuit · Software company

Answers questions from QuickBooks data (profit, overdue invoices); creates and sends invoices and estimates.

Runs on
Claude (connector), ChatGPT (plugin); Copilot partner per Microsoft
Check
Needs connected QuickBooks account; can send invoices, so check permissions; Intuit says data is not used for model training
Notable
In all three vendor catalogues. Launch partner in Claude for Small Business (May 2026); one of six partners in OpenAI's Business plugin promotion (8 Sep 2026)
Role plugin from the AI vendor

Sales plugin

Anthropic · AI vendor

Researches prospects, preps calls, reviews pipeline, drafts outreach, builds battlecards.

Runs on
Claude Cowork, Claude Code
Check
Official; works standalone, richer with CRM connected
Notable
One of the original Cowork plugins (30 Jan 2026), released in the week of the Feb 2026 software sell-off
Role plugin from the AI vendor

Sales plugin

OpenAI · AI vendor

Account plans, meeting briefs, outreach, follow-ups and pipeline summaries; can update CRM records.

Runs on
ChatGPT (Work mode), Codex
Check
Official; reads and writes to connected apps (Salesforce, HubSpot, Slack, Outreach, Clay and others), so scope write access
Notable
One of OpenAI's six launch role plugins (2 Jun 2026)
Role plugin from the AI vendor

Sales for Cowork

Microsoft · AI vendor

Meeting prep, deal catch-up, pipeline prioritisation, business cases, post-meeting follow-up.

Runs on
Microsoft 365 Copilot Cowork
Check
Official; admin enables
Notable
In Microsoft's Roles & Industry plugin library (doc updated 2 Nov 2026)
Business app connections

Salesforce in Claude

Salesforce (built with Anthropic) · Software company

37 sales skills: account research, pipeline review, CRM updates, renewal prep, QBR decks.

Runs on
Claude chat and Cowork
Check
Beta; Sales Cloud Enterprise Edition; admin sets up connector; respects Salesforce permissions
Notable
CRM vendor shipped its own skill set into a rival's assistant; beta from 15 Sep 2026
Business app connections

HubSpot

HubSpot · Software company

Brings CRM contacts, deals and tickets into answers; can create or update records.

Runs on
Claude (verified connector), ChatGPT (plugin), Copilot (plugin)
Check
Needs connected account; first connection by a HubSpot Super Admin (ChatGPT); write access possible
Notable
In all three vendor catalogues; part of OpenAI's Business plugin promotion (8 Sep 2026)
Built in

Document skills (Excel, PowerPoint, Word, PDF)

Anthropic · AI vendor

Create and edit workbooks with working formulas, decks, Word documents; extract, merge, fill and OCR PDFs.

Runs on
Claude on all plans including Free (code execution must be on); any SKILL.md tool
Check
Official, but the xlsx, pptx and docx skills show "Warn" audit verdicts on skills.sh because they run shell commands; the pdf skill passed all three (checked 10 Nov 2026, pass 1)
Notable
The teaching example: official skills still need reading before use
Built in

ChatGPT for Excel, Word and PowerPoint

OpenAI · AI vendor

Edits live workbooks, documents and decks from a side panel, asking permission before each change.

Runs on
Microsoft Office (add-in)
Check
Official; installed by user or admin from Microsoft Marketplace; some PowerPoint features missing
Notable
Excel add-in generally available 5 May 2026
Built in

/match-my-writing-style

Google · AI vendor

Drafts in the user's own voice; can be stacked with other skills in one prompt.

Runs on
Gemini app and Workspace
Check
Official premade skill; "availability varies"; skills do not sync between Gemini app and Workspace
Notable
Premade skill shipped with the Gemini Skills launch that replaces Gems (app rollout from 13 Oct 2026)
Business app connections

Gamma

Gamma · Software company

Creates presentations, documents and web pages from a prompt.

Runs on
Claude (connector), Copilot (partner plugin)
Check
Needs Gamma account
Notable
Listed by both Anthropic and Microsoft; Anthropic customer story
Built in

Researcher (with Analyst)

Microsoft · AI vendor

Researcher writes multi-step, source-cited reports from work content and the web; Analyst does data analysis.

Runs on
Microsoft 365 Copilot; Microsoft 365 Premium (consumer)
Check
Needs a Microsoft 365 Copilot licence (business) or Microsoft 365 Premium or Pro (consumer); not in free Copilot Chat; Microsoft's FAQ caps Researcher at 25 queries per user per month (checked 10 Nov 2026)
Notable
GA since 2 Jun 2025; replaced consumer "Deep Research"; Microsoft doc updated 4 Nov 2026
Role plugin from the AI vendor

Data Analytics plugin

OpenAI · AI vendor

Investigates metric changes, designs KPIs, builds dashboards and reports.

Runs on
ChatGPT (Work mode), Codex
Check
Official; full value needs a connected warehouse (Snowflake, Databricks Genie, Hex, Tableau)
Notable
One of OpenAI's six launch role plugins (2 Jun 2026)
Role plugin from the AI vendor

Data plugin

Anthropic · AI vendor

Writes SQL, runs statistical analysis, builds dashboards, validates numbers before sharing.

Runs on
Claude Cowork, Claude Code
Check
Official; needs warehouse access for live data
Notable
One of the original Cowork plugins (Jan 2026)
Business app connections

S&P Global (Capital IQ) plugin

S&P Global · Software company

Tear sheets, earnings previews and market data from S&P Capital IQ.

Runs on
Claude (partner plugin), Copilot Cowork, Gemini Enterprise (data connector)
Check
Needs S&P subscription or API key
Notable
Same data provider now plugged into all three enterprise assistants (Claude, Copilot, Gemini Enterprise for Financial Services, Aug 2026)
Role plugin from the AI vendor

Legal plugin

Anthropic · AI vendor

Contract review, NDA triage, compliance checks, risk flags, templated responses.

Runs on
Claude Cowork, Claude Code
Check
Official; outputs need attorney review
Notable
Released 3 Feb 2026; Thomson Reuters, RELX and Wolters Kluwer shares fell 13–16% that day (Morningstar)
Role plugin from the AI vendor

Claude for Legal (12 practice-area plugins)

Anthropic · AI vendor

Practice-area plugins (commercial, corporate, privacy, employment, IP, litigation, AI governance and more) plus 20+ legal connectors.

Runs on
Claude Cowork, Claude Code
Check
Official; Westlaw/CoCounsel and Harvey connectors need those subscriptions
Notable
Launched 12 May 2026; the first of four AI vendors to build a legal vertical in 2026
Role plugin from the AI vendor

Copilot for Legal (Legal for Cowork)

Microsoft · AI vendor

20 legal skills: review and redline, compare terms, extract obligations and deadlines, chronologies, minutes.

Runs on
Word desktop (on by default), Copilot Cowork
Check
Official; not legal advice; regional availability questions open
Notable
Launched 15 Oct 2026 with 25+ partner plugins
Role plugin from the AI vendor

Gemini Enterprise for Legal

Google · AI vendor

Legal skills for contract review and redlining, playbook creation and regulatory horizon scanning, with connectors (iManage, NetDocuments, Docusign, Harvey, Legora and others).

Runs on
Gemini Enterprise
Check
Official; preview, by request; outputs need verification by a qualified lawyer
Notable
Launched 25 Aug 2026 with Cleary, Freshfields, Weil and Williams & Connolly as launch customers
Business app connections

Docusign

Docusign · Software company

Creates, analyses and sends agreements; answers questions about contract terms.

Runs on
ChatGPT (plugin), Claude, Gemini, Copilot (MCP since 30 Sep 2026)
Check
Needs Docusign account; can send for signature, so check send permissions
Notable
One package across all four assistants (30 Sep 2026); listed among the legal plugins at OpenAI's Astra for Law launch, per Artificial Lawyer (18 Sep 2026)
Business app connections

Ironclad Contracts

Ironclad · Software company

Searches the company's contract repository and workflows in plain language.

Runs on
ChatGPT (plugin), Claude (MCP), Slackbot
Check
Needs Ironclad account; read access to the whole contract repository, so check who connects it
Notable
Listed among the legal plugins at OpenAI's Astra for Law launch (17 Sep 2026), per Artificial Lawyer and LawSites (18 Sep 2026); OpenAI's directory files it under Operations
Role plugin from the AI vendor

Marketing plugin

Anthropic · AI vendor

Drafts content, plans campaigns, checks brand voice, briefs on competitors, reports performance.

Runs on
Claude Cowork, Claude Code
Check
Official
Notable
One of the original Cowork plugins (Jan 2026)
Role plugin from the AI vendor

Creative Production plugin

OpenAI · AI vendor

Creates, adapts and reviews marketing assets, social concepts, static ads and launch creative.

Runs on
ChatGPT (Work mode), Codex
Check
Official; works through Figma, Canva, Shutterstock, Picsart and Fal, each with its own account terms
Notable
Confirmed as one of OpenAI's six launch role plugins (2 Jun 2026); the pass-1 open item
Role plugin from the AI vendor

Brand Voice

Tribe AI (partner-built, in Anthropic's repo) · Software company

Finds scattered brand material, writes voice guidelines, then checks new content against them.

Runs on
Claude Cowork, Claude Code
Check
Can connect to up to seven services (Notion, Box, M365, Figma, Gong, Granola, Atlassian); grant only what is needed
Notable
Shipped in Anthropic's 24 Feb 2026 plugin batch
Built in

Brand templates in Copilot Cowork

Microsoft · AI vendor

Applies the organisation's PowerPoint brand template (fonts, colours, logos, layouts) to decks Cowork creates.

Runs on
Microsoft 365 Copilot Cowork
Check
Admin sets up the brand template
Notable
Shipped with Cowork general availability (Jun 2026)
Business app connections

Canva (brand kits)

Canva · Software company

Creates and edits on-brand designs using the company's Canva fonts, colours, logos and templates.

Runs on
Claude, ChatGPT, Microsoft Copilot
Check
Needs a Canva account (connector listed for paid Canva plans); generating designs draws on Canva AI credits; admins control access on team plans
Notable
Brand kits in Claude and ChatGPT from 5 Feb 2026; in OpenAI's Business plugin promotion (8 Sep 2026)
Business app connections

Adobe plugin for ChatGPT

Adobe · Software company

One plugin routing to 70+ Adobe tools (Photoshop, Express, Acrobat, Firefly, Premiere, Illustrator, InDesign, Stock) for campaign assets, social video and PDFs.

Runs on
ChatGPT (incl. Work mode), Codex
Check
Guest use possible; signing in with an Adobe account unlocks generative features and Creative Cloud files
Notable
One plugin for 70+ Adobe tools, launched 6 Aug 2026, building on the Dec 2025 Photoshop, Express and Acrobat apps
Role plugin from the AI vendor

Operations plugin

Anthropic · AI vendor

Vendor reviews, SOPs, RACI charts, change requests, capacity plans, status reports.

Runs on
Claude Cowork, Claude Code
Check
Official; connectors to ServiceNow, Asana, Jira optional
Notable
Shipped in the 24 Feb 2026 batch (date now confirmed); the only packaged procurement and vendor-review workflow found
Role plugin from the AI vendor

Small Business plugin (Claude for Small Business)

Anthropic · AI vendor

44 skills across cash flow, invoice chasing, payroll prep, lead follow-up, proposals, hiring and weekly briefings; every action waits for approval.

Runs on
Claude Cowork, Claude Code
Check
Official; approval gate before anything is sent or paid; not financial, tax, legal or HR advice
Notable
Launched 13 May 2026 with QuickBooks, PayPal, HubSpot, Canva and Docusign; v1.35.1 on 15 Sep 2026
Business app connections

Atlassian (Rovo / Atlassian MCP)

Atlassian · Software company

Searches and updates Jira, Confluence and Loom.

Runs on
Claude (verified plugin and connector), Copilot (plugins)
Check
Needs Atlassian account; write access possible
Notable
Named launch partner of the Claude Marketplace (23 Sep 2026)
Role plugin from the AI vendor

Human Resources plugin

Anthropic · AI vendor

Offer letters, onboarding plans, performance-review templates, policy answers, comp benchmarking, people reports.

Runs on
Claude Cowork, Claude Code
Check
Official; handles sensitive employee data, so check admin policy first
Notable
Shipped 24 Feb 2026 (now two sources); still the only HR role plugin from a major AI vendor
Business app connections

Gusto

Gusto · Software company

Answers payroll and employee questions from Gusto; select customers can estimate and run payroll from chat.

Runs on
ChatGPT (plugin); Copilot (partner plugin)
Check
Needs Gusto account; payroll execution is possible, so restrict who connects it; turn off ChatGPT model-training setting
Notable
Launched in ChatGPT 23 Jan 2026; in OpenAI's Business plugin promotion (8 Sep 2026)
Built in

/prep-for-meetings

Google · AI vendor

Builds a briefing for an upcoming meeting from Calendar and Workspace content.

Runs on
Gemini app and Workspace
Check
Official premade skill; "availability varies"
Notable
Google's lead example of a premade skill (Nov 2026); Workspace skills rollout began 9 Nov 2026
Business app connections

Granola

Granola · Software company

Pulls meeting notes, transcripts and decisions into the assistant.

Runs on
Claude (verified connector), Copilot (plugin)
Check
Needs Granola account; meeting content is sensitive
Notable
In both vendor catalogues; also a connector for Brand Voice and independent sales packs
Build your own

Custom skills in Claude

Anthropic · AI vendor

Upload or write SKILL.md skills; Team and Enterprise admins can share them across the organisation.

Runs on
Claude on Free, Pro, Max, Team, Enterprise (code execution on)
Check
Your own content; Enterprise malware scanning on by default since 2 Oct 2026
Notable
Anthropic created the SKILL.md format and published it as an open standard (Dec 2025)
Build your own

Skills and plugins in ChatGPT (custom GPT migration)

OpenAI · AI vendor

Build skills and private plugins (Plugin Creator); custom GPT instructions migrate into a skill inside a plugin.

Runs on
ChatGPT Business, Enterprise, Healthcare, Edu (skills); Plugin Directory in ChatGPT and Codex
Check
Admins manage plugins (bulk management from 15 Oct 2026); custom actions do not migrate and must be rebuilt
Notable
Custom GPTs retire 11 Dec 2026; migrated plugins start private
Build your own

Gemini Skills and Workspace skill builder

Google · AI vendor

Write skills in the Gemini app or build them in a Google Doc with teammates; manage them in Workspace Studio; import SKILL.md files.

Runs on
Gemini app (all personal accounts 18+), Workspace Business and Enterprise editions
Check
Workspace admins can switch skills on or off (no admin controls in the consumer app); skills do not sync between app and Workspace
Notable
Replaces Gems: migration starts 17 Nov 2026; Gems end for Workspace business no sooner than 1 Mar 2027
Build your own

Copilot Cowork skill builder and plugin upload

Microsoft · AI vendor

Guided conversation to create a skill; upload .md, .zip or .skill files; upload a Claude-format plugin package, which Cowork converts; share with named colleagues.

Runs on
Microsoft 365 Copilot Cowork
Check
Admin governance and usage-based billing apply
Notable
Shipped with Cowork GA (Jun 2026). Microsoft accepts Claude plugin packages, which shows the format is now portable across vendors
Build your own

Notion Skills

Notion · Software company

Teams write shared skills in Notion and export them as SKILL.md to Claude, Codex, Gemini and others, with update badges.

Runs on
Notion Agent; exported to other agents
Check
Your own content, so lowest supply-chain risk; plan gating not stated
Notable
Notion 3.7, 15 Sep 2026

Watching: independents

17

Independent skills and packs that show where the market is going. Independents often ship an idea months before the big vendors do. These are not recommendations: many are early, and some run commands on your computer. Audit ratings are the three security scanners shown on skills.sh.

Watching

Compliance Horizon Scanner

LegalEng Consulting Group (LECG) · Independent

Researches regulatory changes (Artificial Lawyer, 18 Sep 2026). Per its ChatGPT listing, it scans US federal and selected state, EU and UK primary sources against a saved compliance profile, and produces memos, alerts, obligation registers and a compliance calendar, citing each claim to a primary source.

Runs on
ChatGPT
Open source
Not stated
Audits
Not indexed
Commands
Not stated
Signals
Source-cited regulatory monitoring, where gaps are reported instead of guessed
Vendors
Partly. Google lists regulatory horizon scanning in Gemini Enterprise for Legal (preview, 25 Aug 2026). One of LECG's community plugins at OpenAI's legal launch (17 Sep 2026)
Watching

Lawve AI legal skills hub (awesome-legal-skills)

Lawve AI (formerly Lawvable) · Independent

Curated catalogue of about 250 legal skills (contract review, NDA screening, GDPR and DPA review, EU AI Act tools) from lawyers, law firms, standards bodies and Anthropic. Example: The Chancery Lane Project's free climate-aligned contract clauses, published as a skill.

Runs on
Claude (Lawve connector), ChatGPT (plugin), any SKILL.md tool
Open source
Mostly; licence set per author
Audits
Sample Lawve-authored read-only Outlook skill: Pass / Pass / Warn
Commands
Some skills do (the sample runs a Python OAuth script)
Signals
Legal is the busiest independent area. Vertical skill hubs with editorial review, distributed through vendor connectors; law firms giving skills away as a calling card; standards bodies publishing their own content as skills; practitioner groups publishing community plugins in OpenAI's store (9 at its 17 Sep 2026 legal launch)
Vendors
Yes. Anthropic added the Lawve connector at the Claude for Legal launch (12 May 2026)
Watching

OpenAccountants

OpenAccountants · Independent

2,000+ tax skills across 190+ countries and states; each figure cited to the law; skills marked "approved" by a named accountant or "not yet approved"; nightly checks against official sources.

Runs on
Claude, ChatGPT and any MCP client (hosted MCP or self-hosted)
Open source
Yes (code AGPL-3.0; skill content under its own guide licence)
Audits
Sample skill (classifying-tax-transactions): Pass / Pass / Pass
Commands
Optional self-hosting runs a Python server; the hosted MCP option does not need local commands
Signals
Domain knowledge delivered with citations and professional sign-off, kept current through MCP
Vendors
Not for tax rules. Microsoft Accounting for Cowork drafts tax workpapers (Oct 2026); QuickBooks plugins bring in data, not rules
Watching

Oria Finance Agent Pack

Oria (slides software company) · Independent

20 FP&A skills across plan, operate, close, decide and communicate, including Board Deck Packager, Executive Q&A Simulator and Variance Investigator. Oria also publishes free strategy-consulting skills (issue trees, pyramid storylines).

Runs on
Claude (project files or skill folders)
Open source
Free download; licence not stated
Audits
Not indexed
Commands
Markdown only, per the listing
Signals
Board and executive work, the gap pass 1 found, being filled from outside the vendors
Vendors
Partly. Microsoft Finance for Cowork drafts variance commentary and executive updates (Oct 2026); no board-pack skill from any AI vendor
Watching

GTM Cowork skills

Extruct (sales data company) · Independent

Nine post-meeting sales skills: company context file, meeting prep and follow-up, MEDDPICC updates, account plans, deal re-engagement, pipeline review.

Runs on
Claude Cowork, Claude Code
Open source
Repo public; licence not stated
Audits
Sample (pipeline-review): Pass / Pass / Pass
Commands
No scripts seen; relies on connectors (Attio, Gmail, Calendar, Granola, Extruct MCP)
Signals
A persistent "company context" file plus deal-stage skills; independents built for Cowork weeks after it launched
Vendors
Yes, later. Extruct published 15 Apr 2026; OpenAI's Sales plugin (2 Jun) and Salesforce in Claude (Aug–Sep) shipped meeting briefs and pipeline review
Watching

GTM System

La Growth Machine (sales automation company) · Independent

13+ skills for ICP finding, campaign building, objection analysis and reply drafting; most work without an account, a few use live data via its MCP.

Runs on
Claude.ai and ChatGPT (upload), Claude Code, Codex
Open source
Yes (MIT)
Audits
Sample (multichannel-campaign-builder): Pass / Pass / Pass
Commands
Not stated; reference files only in the sample
Signals
SaaS vendors give away skill packs that work with or without their product, as distribution
Vendors
Yes, in another form. HubSpot, QuickBooks and Canva now ship official plugins, but as connectors to their app, not free method packs
Watching

Goose Skills

Gooseworks · Independent

One installable catalogue of 400+ skills across Claude Code, Codex, Cursor and Goose, mostly sales and marketing (LinkedIn outreach, ad builders, ICP identification, competitor ad intelligence).

Runs on
Claude Code, Codex, Cursor, Goose
Open source
Repo public; licence not checked
Audits
Sample (linkedin-outreach): Pass / Pass / Warn
Commands
Unclear; reads and writes a Supabase database
Signals
Large cross-agent catalogues of uneven quality (the top-installed item is restaurant booking)
Vendors
Partly. OpenAI's Sales plugin bundles Clay and Outreach (Jun 2026)
Watching

Cogny marketing skills

Cogny (marketing analytics company) · Independent

Marketing analysis on live ad and analytics accounts (Google Ads, Meta, LinkedIn, GA4, Search Console and others) through Cogny's MCP; free skills use public web data; the premium tier is paid.

Runs on
Claude Code; other MCP clients
Open source
Yes (MIT)
Audits
Not checked
Commands
Yes, and more than most. Its SKILL.md has the agent install Cogny's CLI, create an account and API key without asking you first, write settings into the agent's config files, and run a download-and-run installer; it also checks for its own updates
Signals
Always-on, scheduled analysis of live marketing accounts
Vendors
Yes, as infrastructure. ChatGPT Work scheduled tasks (9 Jul 2026), Copilot Cowork event-driven tasks (Aug 2026)
Watching

Aleph FP&A skills

Aleph (FP&A software company) · Independent

A free library of downloadable Claude skill files from Aleph (nine listed on its site, 10 Nov 2026) for budget reviews, model checks, decision pre-mortems, a weekly FP&A digest and board-pack prep. Vendor's own pages only.

Runs on
Claude
Open source
Free; licence not stated
Audits
Not indexed
Commands
Not stated
Signals
FP&A software vendors giving away method skills
Vendors
Partly. Microsoft Finance for Cowork and Anthropic Finance cover variance work; no board-pack skill from any AI vendor
getaleph.com ↗getaleph.com ↗† single source in part
Watching

24 Finance Skills for Claude

Natan Mohart (newsletter on Substack) · Independent

24 corporate finance and FP&A skills (13-week cash forecast, driver-based budget, variance bridge, covenant headroom, three-statement model, board pack) with tested calculators.

Runs on
Claude.ai, Claude Desktop, Claude Code
Open source
Yes (MIT)
Audits
Sample (thirteen-week-cash-forecast): Pass / Pass / Pass
Commands
Yes. 21 of the 24 skills run a bundled Python calculator
Signals
Early: very low adoption so far. Finance skills that do the arithmetic in code rather than in the model
Vendors
Partly. Microsoft Finance for Cowork (Oct 2026) and Anthropic's Finance plugin; no vendor 13-week cash or covenant skill found
Watching

awesome-agent-skills

VoltAgent · Independent

Curated list of 1,000+ skills from official vendor teams and the community, with marketing, product and document sections.

Runs on
Any SKILL.md tool
Open source
Yes (MIT list; each skill has its own licence)
Audits
N/A (directory)
Commands
N/A
Signals
Community directories doing discovery before vendors had stores
Vendors
Yes. ChatGPT Plugin Directory (9 Jul 2026), Claude Marketplace relaunch (23 Sep 2026), Google's "Marketplace for skills" announced as coming soon (Sep 2026)
Watching

awesome-claude-skills

Composio · Independent

Curated directory of Claude skills (business and marketing, writing, documents), bundled with Composio's own app-connection layer.

Runs on
Claude; other SKILL.md tools
Open source
Yes (list)
Audits
N/A (directory)
Commands
Its "connect" skill needs a Composio API key
Signals
Directories as a sales channel for broad-access aggregators. Teach as a concept: one install can reach Gmail, Slack, CRM and many more
Vendors
Partly. Vendors now offer admin-approved connector catalogues instead
Watching

Lark/Feishu office skills

Lark/Feishu (ByteDance office suite) · Independent

Doc, sheet, slide, mail, approval, attendance and OKR skills for the Lark suite.

Runs on
Any SKILL.md tool
Open source
Yes
Audits
All Pending (not yet scanned)
Commands
Uses the Lark CLI
Signals
Office-suite vendors outside the big four publishing skills that top the skills.sh charts
Vendors
Yes. Microsoft (Cowork) and Google (Workspace skills) did the same for their suites
Watching

skills.sh audit layer

skills.sh (Vercel), with Gen, Socket and Snyk · Independent

Not a skill: an independent directory that shows three security scanners' verdicts on every indexed skill.

Runs on
Directory
Open source
N/A
Audits
N/A
Commands
N/A
Signals
Third-party trust signals arriving before vendor review scales
Vendors
Partly. Anthropic Enterprise scanning (2 Oct 2026), OpenAI Verified badge, admin approval in Microsoft and Google
Watching

Marketing Skills

Corey Haines (marketing-skills.com) · Independent

About 53 marketing method skills (conversion, copywriting, SEO and AI search, pricing, launches, email, ads) that share one product-marketing context file.

Runs on
Any Agent Skills tool: Claude, Codex, Cursor, Windsurf; plugin for Claude Code and Codex
Open source
Yes (MIT)
Audits
Sample (seo-audit): Pass / Pass / Warn
Commands
Not in the sample; optional account-connection tools in the repo
Signals
One practitioner's library out-installs every vendor marketing pack: a shared context file plus narrow method skills
Vendors
Partly. Anthropic Marketing plugin (Jan 2026); OpenAI's Marketing Strategy plugin announced, not shipped
Watching

SE Ranking SEO Skills

SE Ranking (SEO data company) · Independent

26 SEO skills; the AI-search ones measure a brand's share of answers across ChatGPT, Perplexity, Gemini and Google AI results and audit pages for how citable they are.

Runs on
Claude Code, Claude Desktop and Cowork, Cursor (with SE Ranking's MCP; subscription after a trial)
Open source
Yes (MIT)
Audits
Sample (seo-ai-search-share-of-voice): Pass / Pass / Warn
Commands
Core skills call SE Ranking's MCP tools; the installer needs Python or Node; optional API keys
Signals
Marketers optimising to be cited by AI answers; SEO data firms ship skills as the front end to paid data
Vendors
No AI-vendor skill for AI-search visibility. Semrush shipped an official Claude connector (26 Aug 2026), not skills
Watching

ColdIQ GTM Skills

ColdIQ (outbound sales agency) · Independent

Outbound-sales skills: cold email, Clay enrichment, list building, LinkedIn content and ads, signal sourcing, sales triggers and email templates.

Runs on
Claude Code, GitHub Copilot, Cursor, Windsurf
Open source
Repo public; licence not stated (site says all rights reserved)
Audits
Sample (cold-email): Pass / Pass / Warn
Commands
None seen in the sample; some skills use ColdIQ's credit-billed API, Clay or n8n
Signals
Sales agencies giving away skills as distribution for their data business
Vendors
Partly. OpenAI Sales plugin with Clay and Outreach (Jun 2026); Anthropic Sales plugin

Before you install any skill

  1. Who publishes it? Prefer the AI vendor or the company that owns the app being connected.
  2. Has it been reviewed? Look for a verified badge, or the security ratings on its skills.sh page.
  3. What accounts does it connect to, and what can it do there? Prefer read-only; check anything that can send, pay or delete.
  4. Does it run commands on your computer? A “Warn” rating often means it does, even for official skills.
  5. Has your IT team approved it? Use the admin-managed catalogue where there is one.
  6. Do you know how to disconnect it and revoke its access?
  7. Finance, legal and HR output still needs review by a qualified person.

Gaps worth knowing

  • HR: one role plugin from a major AI vendor (Anthropic's); no Microsoft, OpenAI or Google HR plugin yet.
  • Board and executive work: no board-pack skill from any AI vendor; independents are filling it.
  • Procurement and vendor management: only inside Anthropic's Operations plugin.
  • Tax rules and source-cited regulatory monitoring: covered by independents, not by the AI vendors.

Reviewed 10 Nov 2026; the shelf is checked monthly. Items marked † rest on a single source in part.

This map is a by-product of the work. Keeping track of what each of these actually does, and which ones are worth your time, is part of how I advise founder-led companies on AI. If you want that applied to your business, the first conversation is free.

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Compiled from public sources by Pro Pluribus; updated 10 Nov 2026. General information, not advice. Company names and logos belong to their owners and are used to identify them, without affiliation or endorsement. Terms